Publications

Aziz Ozmen

Research papers, policy analysis, interviews and book reviews from the GC4SS network of experts.

From Open Source to Actionable Intelligence: The Role of Data Analysts and Data Scientists in NLP-Driven Cyber Threat Intelligence

How NLP turns open-source threat data into actionable cyber threat intelligence, and how Data Analysts and Data Scientists divide the work.

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The Force Multiplier: Institutionalizing the Data Analyst and Data Scientist in Modern Cybersecurity Operations

Why dedicated Data Analysts and Data Scientists have become an operational necessity for moving cybersecurity from reactive to predictive defence.

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Silent Signals: The Role of Data Analysts and Data Scientists in Algorithmic Market Anomaly Detection for Fraud and Insider Trading Identification

How time-series analysis and isolation forest models help detect market anomalies that signal fraud and insider trading.

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From Transaction to Prediction: The Roles of Data Analysts and Data Scientists in Customer Lifetime Value Estimation and Churn Reduction

The digital transformation of retail has produced an unprecedented wealth of customer behavioral data, creating both opportunities and challenges for marketing organizations.

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